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AI Capabilities / AI Systems / Artificial Intelligence / Big Data / Machine Learning August 12, 2021
Getting the right data—and getting the data right—is essential for good AI accuracy, whether that data is collected before or during system deployment. Obtaining Data Obtaining data to train your AI system may seem like a straightforward task, but there are some hidden gotchas. Consider a company I’ll call WebLeads. It set out to create the […]
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Applied AI / Artificial Intelligence / Big Data / Book / Introductory June 6, 2021
As I introduced earlier, AI is moving from a research endeavor to an applied art. Enterprises are starting to deploy AI to solve real-world problems. There are gaps as theory struggles to meet the challenges of practice, and these gaps lead to failed or underperforming AI and ML projects. This situation is shown in the […]